Paper Citation Record · LEDGER

Deepfake Detection of Singing Voices With Whisper Encodings

As of 21 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2501.18919.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.18919 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:01:29.676332Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact1
verified fuzzy12
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7884cc9-152b-401b-85ea-c26c7b257bf8 · outbound

This paper cites ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale.

Deepfake Detection of Singing Voices With Whisper Encodings ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:29.624531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e5790d-b201-40ae-aa4b-df60e846e6de · outbound

This paper cites Vulnerability issues in automatic speaker verification (ASV) systems,.

Deepfake Detection of Singing Voices With Whisper Encodings Vulnerability issues in automatic speaker verification (ASV) systems,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.997777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f0203a1-c935-4c7e-8830-3f8b620a150a · outbound

This paper cites Visinger: Variational inference with adversarial learning for end-to-end singing voice synthesis,.

Deepfake Detection of Singing Voices With Whisper Encodings Visinger: Variational inference with adversarial learning for end-to-end singing voice synthesis,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.987883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0894bf25-0541-4c78-890f-6c3a5e419a5d · outbound

This paper cites Diffsinger: Singing voice synthesis via shallow diffusion mechanism,.

Deepfake Detection of Singing Voices With Whisper Encodings Diffsinger: Singing voice synthesis via shallow diffusion mechanism,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.977291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc59e713-0837-4127-887d-d165d73241cc · outbound

This paper cites Midi-voice: Expressive zero-shot singing voice synthesis via midi-driven priors,.

Deepfake Detection of Singing Voices With Whisper Encodings Midi-voice: Expressive zero-shot singing voice synthesis via midi-driven priors,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.968300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e5aa955-04b0-4e02-8120-77dbf1698e28 · outbound

This paper cites Sintechsvs: A singing technique controllable singing voice synthesis system,.

Deepfake Detection of Singing Voices With Whisper Encodings Sintechsvs: A singing technique controllable singing voice synthesis system,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.959180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bfad7d8b-22f3-4776-87d5-c8bd9e6fd41f · outbound

This paper cites Singfake: Singing voice deepfake detection,.

Deepfake Detection of Singing Voices With Whisper Encodings Singfake: Singing voice deepfake detection,

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-09T22:01:29.859370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 13a450de-71bd-4c75-8848-df4c53b6df59 · outbound

This paper cites Robust speech recognition via large-scale weak supervi- sion,.

Deepfake Detection of Singing Voices With Whisper Encodings Robust speech recognition via large-scale weak supervi- sion,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:29.648510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaa66595-6426-46d5-b8db-de5e8d06bdc5 · outbound

This paper cites Whisper-AT: Noise- robust automatic speech recognizers are also strong general audio event taggers,.

Deepfake Detection of Singing Voices With Whisper Encodings Whisper-AT: Noise- robust automatic speech recognizers are also strong general audio event taggers,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.943528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2627ff73-870c-4990-97fb-dfb158136340 · outbound

This paper cites Attention Is All You Need.

Deepfake Detection of Singing Voices With Whisper Encodings Attention Is All You Need

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:29.654338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ba5303e-4e87-4166-beb2-8fc9a90a7da8 · outbound

This paper cites Invariant representations for noisy speech recognition,.

Deepfake Detection of Singing Voices With Whisper Encodings Invariant representations for noisy speech recognition,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.933211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 46a6252e-bcc1-4b11-8e32-979ce0d63482 · outbound

This paper cites Learning noise-invariant representations for robust speech recognition,.

Deepfake Detection of Singing Voices With Whisper Encodings Learning noise-invariant representations for robust speech recognition,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.922339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d0e43df8-43b4-4eeb-abcf-53661500b285 · outbound

This paper cites A noise-robust self-supervised pre-training model based speech representation learning for automatic speech recognition,.

Deepfake Detection of Singing Voices With Whisper Encodings A noise-robust self-supervised pre-training model based speech representation learning for automatic speech recognition,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.911605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6d92f38f-6561-4450-9781-ea6bb4005d2e · outbound

This paper cites Unsupervised learning of time–frequency patches as a noise-robust representation of speech,.

Deepfake Detection of Singing Voices With Whisper Encodings Unsupervised learning of time–frequency patches as a noise-robust representation of speech,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.900155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c629cc56-827a-4de2-b089-638f5822f1a2 · outbound

This paper cites Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed.

Deepfake Detection of Singing Voices With Whisper Encodings Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:29.669479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e410df5b-a605-4a62-8673-6709c5502b9a · outbound

This paper cites Computationally-efficient voice activity detection based on deep neural networks,.

Deepfake Detection of Singing Voices With Whisper Encodings Computationally-efficient voice activity detection based on deep neural networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.890043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d9913635-5c40-472f-98cf-451174f351c7 · outbound

This paper cites Pyannote. audio: neu- ral building blocks for speaker diarization,.

Deepfake Detection of Singing Voices With Whisper Encodings Pyannote. audio: neu- ral building blocks for speaker diarization,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T22:01:29.880003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.